def unittest_timeToHourOfDay():
print("unittest_timeToHourOfDay")
date = "00:00"
result = FeatureData.timeToHourOfDay(date)
print(date + ": " + str(result))
date = "12:00"
result = FeatureData.timeToHourOfDay(date)
print(date + ": " + str(result))
date = "23:59"
result = FeatureData.timeToHourOfDay(date)
print(date + ": " + str(result))
def unittest_dateToWeekOfYear():
print("unittest_dateToWeekOfYear")
date = "01.01.2020"
result = FeatureData.dateToWeekOfYear(date)
print(date + ": " + str(result))
date = "04.01.2020"
result = FeatureData.dateToWeekOfYear(date)
print(date + ": " + str(result))
date = "05.01.2020"
result = FeatureData.dateToWeekOfYear(date)
print(date + ": " + str(result))
date = "06.01.2020"
result = FeatureData.dateToWeekOfYear(date)
print(date + ": " + str(result))
date = "12.01.2020"
result = FeatureData.dateToWeekOfYear(date)
print(date + ": " + str(result))
date = "13.01.2020"
result = FeatureData.dateToWeekOfYear(date)
print(date + ": " + str(result))
date = "30.01.2020"
result = FeatureData.dateToWeekOfYear(date)
print(date + ": " + str(result))
def unittest_dateToDay():
print("unittest_dateToDay")
date = "04.05.2020"
result = FeatureData.dateToDay(date)
print(date + ": " + str(result))
date = "05.05.2020"
result = FeatureData.dateToDay(date)
print(date + ": " + str(result))
date = "06.05.2020"
result = FeatureData.dateToDay(date)
print(date + ": " + str(result))
date = "07.05.2020"
result = FeatureData.dateToDay(date)
print(date + ": " + str(result))
date = "08.05.2020"
result = FeatureData.dateToDay(date)
print(date + ": " + str(result))
date = "09.05.2020"
result = FeatureData.dateToDay(date)
print(date + ": " + str(result))
date = "10.05.2020"
result = FeatureData.dateToDay(date)
print(date + ": " + str(result))
def unittest_dateToIsWeekend():
print("unittest_isWeekend")
date = "04.05.2020"
result = FeatureData.dateToIsWeekend(date)
print(date + ": " + str(result))
date = "05.05.2020"
result = FeatureData.dateToIsWeekend(date)
print(date + ": " + str(result))
date = "06.05.2020"
result = FeatureData.dateToIsWeekend(date)
print(date + ": " + str(result))
date = "07.05.2020"
result = FeatureData.dateToIsWeekend(date)
print(date + ": " + str(result))
date = "08.05.2020"
result = FeatureData.dateToIsWeekend(date)
print(date + ": " + str(result))
date = "09.05.2020"
result = FeatureData.dateToIsWeekend(date)
print(date + ": " + str(result))
date = "10.05.2020"
result = FeatureData.dateToIsWeekend(date)
print(date + ": " + str(result))
def loadCSVDataAndFillCaches(csv_reader):
lastdate = ""
for row in csv_reader:
row[0] = row[0].replace("\"", "")
datalist.append(FeatureData(row))
newdate = row[0].split()[0]
if (newdate != lastdate):
isTheSunShining(newdate, "0:00")
lastdate = newdate
#print (newdate)
for datapoint in datalist:
datapoint.calculateIfSunIsShining()
def unittest_getLastSundayOfMonth():
print("unittest_getLastSundayOfMonth")
date = "04.05.2020"
result = FeatureData.getLastSundayOfMonth(date)
print(date + ": " + str(result))
date = "05.05.2020"
result = FeatureData.getLastSundayOfMonth(date)
print(date + ": " + str(result))
date = "16.05.2020"
result = FeatureData.getLastSundayOfMonth(date)
print(date + ": " + str(result))
date = "17.05.2020"
result = FeatureData.getLastSundayOfMonth(date)
print(date + ": " + str(result))
date = "24.05.2020"
result = FeatureData.getLastSundayOfMonth(date)
print(date + ": " + str(result))
date = "30.05.2020"
result = FeatureData.getLastSundayOfMonth(date)
print(date + ": " + str(result))
date = "31.05.2020"
result = FeatureData.getLastSundayOfMonth(date)
print(date + ": " + str(result))
date = "29.04.2020"
result = FeatureData.getLastSundayOfMonth(date)
print(date + ": " + str(result))
date = "27.02.2020"
result = FeatureData.getLastSundayOfMonth(date)
print(date + ": " + str(result))
def temperature_test():
with open('converted_BRICS.csv') as csv_file_brics:
csv_reader_brics = csv.reader(csv_file_brics,
delimiter=',',
quoting=csv.QUOTE_NONNUMERIC)
loadCSVDataAndFillCaches(csv_reader_brics)
FeatureData.calculateFeatures(datalist)
with open('yearly.csv') as csv_file:
csv_reader = csv.reader(csv_file, delimiter=',')
counter = 0
temp_germany = []
for row in csv_reader:
if counter == 0:
#print(row[-1])
counter = counter + 1
continue
#print (row[-1])
temp_germany.append(float(row[-1]))
temp_germany.sort()
offset = int(len(temp_germany) / 50)
avg = average(temp_germany)
med = statistics.median(temp_germany)
med_lower = temp_germany[offset]
med_upper = temp_germany[-offset]
avg2median = avg / med
max2min = med_upper / med_lower
med2max = med / med_upper
med2min = med / med_lower
max_minus_min = abs(med_upper - med_lower)
print(temp_germany)
print(avg)
print(med)
print(med_lower)
print(med_upper)
print(avg2median)
print(max2min)
print(med2max)
print(med2min)
print(max_minus_min)
#isTheSunShining("2012/1/1", "07:30")
print("======================================================")
print(isTheSunShining("2020/3/12", "4:30"))
print(isTheSunShining("2020/3/12", "7:30"))
print(isTheSunShining("2020/3/12", "20:30"))
print(isTheSunShining("2012/1/1", "7:30"))
print(isTheSunShining("2012/1/1", "6:20"))
print("======================================================")
print(FeatureData.cachedIsTheSunShining("2020/3/12", "4:30"))
print(FeatureData.cachedIsTheSunShining("2020/3/12", "7:30"))
print(FeatureData.cachedIsTheSunShining("2020/3/12", "20:30"))
print(
str(SunAndCalendarData.sunrises["2020/3/12"]) + " " +
str(SunAndCalendarData.sunsets["2020/3/12"]))
print("======================================================")
SunAndCalendarData.sunrises['big'] = datetime.datetime.strptime(
"8:00", '%H:%M').time()
SunAndCalendarData.sunrises['small'] = datetime.datetime.strptime(
"7:00", '%H:%M').time()
print("Test")
print(SunAndCalendarData.sunrises["2012/1/1"] <
SunAndCalendarData.sunrises['big'])
print(SunAndCalendarData.sunrises["2012/1/1"] <
SunAndCalendarData.sunrises['small'])
number_of_arguments = len(sys.argv)
if (number_of_arguments == 2):
filename = sys.argv[1]
else:
print(
"usage: main.py name_of_the_file.csv. Using now converted_BRICS.csv as a default file"
)
filename = 'converted_BRICS.csv'
with open(filename) as csv_file_brics:
csv_reader_brics = csv.reader(csv_file_brics,
delimiter=',',
quoting=csv.QUOTE_NONNUMERIC)
loadCSVDataAndFillCaches(csv_reader_brics)
FeatureData.calculateFeatures(datalist)
print("starting exporter")
start = time.time()
FeatureData.exportToCSV(datalist)
end = time.time()
print("exporter time " + "%.2f" % (end - start) + " seconds")
print("starting cached exporter")
start = time.time()
#FeatureData.exportToCSVCached(datalist)
end = time.time()
print("cached exporter time " + "%.2f" % (end - start) + " seconds")
#=================USER ADJUSTABLE PART END==============================================
def unittest_dateToMonth():
print("unittest_dateToMonth")
date = "09.01.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.02.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.03.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.04.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.05.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.06.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.07.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.08.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.09.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.10.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.11.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
date = "09.12.2020"
result = FeatureData.dateToMonth(date)
print(date + ": " + str(result))
def unittest_dateToSeason():
print("unittest_dateToSeason")
date = "01.01.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "01.03.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "19.03.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "20.03.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "21.03.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "01.05.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "20.06.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "21.07.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "01.08.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "01.09.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "01.10.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "01.11.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
date = "01.12.2019"
result = FeatureData.dateToSeason(date)
print(date + ": " + str(result))
def unittest_dateToQuarter():
print("unittest_dateToQuarter")
date = "01.01.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "01.03.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "28.03.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "29.03.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "30.03.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "01.05.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "29.06.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "15.07.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "29.09.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "30.10.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "30.11.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "31.12.2020"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "29.01.2021"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
date = "30.12.2021"
result = FeatureData.dateToQuarter(date)
print(date + ": " + str(result))
def unittest_isDaylightSavingTime():
print("unittest_isDaylightSavingTime")
date = "01.01.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "01.03.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "28.03.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "29.03.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "30.03.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "24.05.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "30.08.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "23.10.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "24.10.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "25.10.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "26.10.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
date = "25.12.2020"
result = FeatureData.isDaylightSavingTime(date)
print(date + ": " + str(result))
def unittest_dateToIsHeatingPeriod():
print("unittest_dateToIsHeatingPeriod")
date = "09.01.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.02.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.03.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.04.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.05.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.06.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.07.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.08.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.09.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.10.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.11.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))
date = "09.12.2020"
result = FeatureData.dateToIsHeatingPeriod(date)
print(date + ": " + str(result))